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@@ -12,7 +12,7 @@ Titan25 is an MLIP dataset constructed by [GAIA](https://arxiv.org/abs/2509.2579
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  It comprises 1.8M data points across 11 elements (C, H, N, O, Ag, Au, Cu, Pd, Pt, Rh, Ru),
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  which supports the development of MLIPs that robustly capture general chemical reactions, including interfacial processes.
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- [The GAIA paper](https://arxiv.org/abs/2509.25798) includes
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  - full details on the construction of the dataset
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  - evaluation results on the dataset
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  It comprises 1.8M data points across 11 elements (C, H, N, O, Ag, Au, Cu, Pd, Pt, Rh, Ru),
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  which supports the development of MLIPs that robustly capture general chemical reactions, including interfacial processes.
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+ [GAIA paper](https://arxiv.org/abs/2509.25798) includes
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  - full details on the construction of the dataset
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  - evaluation results on the dataset
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